Title :
A novel R2-FLC dynamic buffer size tuner to support time-critical applications over the Internet by improving logical channel fault tolerance to shorten roundtrip time
Author :
Lin, Wilfred W K ; Wong, Allan K Y ; Dillon, Tharam S.
Author_Institution :
Dept. of Comput., Hong Kong Polytech. Univ., China
Abstract :
This paper has two original and important proposals: a) the self-similarity (S2) traffic filter for real-time applications and b) the R2-FLC (reconfigurable real-time fuzzy logic controller) for on-line dynamic buffer size tuning. Inclusion of the S2 filter into the extant RTPD (real-time traffic detector) model creates the novel enhanced RTPD (ERTPD) framework. The R2-FLC uses the ERPTD to detect the current traffic pattern of a logical channel on the fly and auto-tunes accordingly. The auto-tuning process, which is system reconfiguration in the R2-FLC context, neutralizes the ill effects by changing traffic patterns on the accuracy and stability of the dynamic buffer size tuning process.
Keywords :
Internet; buffer storage; fault tolerant computing; filtering theory; fuzzy control; real-time systems; telecommunication traffic; Internet; logical channel fault tolerance; online dynamic buffer size tuning; real-time traffic detector; reconfigurable real-time fuzzy logic controller; self-similarity traffic filter; time-critical application; Fault tolerance; Fuzzy logic; Gaussian processes; Information filtering; Information filters; Internet; Time factors; Traffic control; Tuners; Tuning;
Conference_Titel :
Dependable Computing, 2005. Proceedings. 11th Pacific Rim International Symposium on
Print_ISBN :
0-7695-2492-3
DOI :
10.1109/PRDC.2005.12